Embracing Distributed Acoustic Sensing in Car Cabin for Children Presence Detection
Yuqi Su, Fusang Zhang, Kai Niu, Tianben Wang, Beihong Jin, Zhi Wang, Yalan Jiang, Daqing Zhang, Lili Qiu, Jie Xiong
Abstract
Contactless acoustic sensing has been actively exploited in the past few years to enable a large range of applications, ranging from fine-grained vital sign monitoring to coarse-grained human tracking. However, existing acoustic sensing systems mainly work on smartphone or smart speaker platforms. In this paper, we envision an exciting new acoustic sensing platform, i.e., car cabin which is inherently embedded with a large number of speakers and microphones. We propose the new concept of distributed acoustic sensing and develop novel designs leveraging the unique characteristics of rich multi-path in car cabin to enable fine-grained sensing even when the primary reflection is totally blocked. By using child presence detection as the application example, we show that child presence can be detected through body motions or even subtle breath (when the child is sleeping or in coma) at all locations in the cabin without any blind spots. We further show that the proposed system can robustly work in different car cabins, achieving an average detection accuracy of 97% and a false alarm rate always below 2% under different scenarios including those challenging ones such as rear-facing seat blockage. We believe the proposed distributed sensing modality in car cabin pushes acoustic sensing one big step towards real-life adoption.
Ask about this paper
Ask your agent about it.
Lune has read the top-tier papers around this one, so every answer names the papers it rests on.
Your agent calls
Lunesearch_papers
Free to start. No credit card required.
Terminal
Install the CLIlune papers get e2e77f5a-29db-4c86-bc92-2a61f6e00d3dCited by top-tier papers2
- Manipulation of Acoustic Focusing for Multi-target Sensing with Distributed Microphones in Smart Car CabinYuqi Su, Fusang Zhang, Beihong Jin, Daqing ZhangUbiComp 2025 · 4 citations
- SPECal: Spatial Calibration Based on Self-Pose-Estimation Between mmWave Radar and CameraYi Li, Lei Xie, Yu He, Jingyi Ning et al.UbiComp 2025 · 3 citations
Related papers
- VeCare: Statistical Acoustic Sensing for Automotive In-Cabin MonitoringYi Zhang, Weiying Hou, Zheng Yang, Chenshu WuNSDI 2023 · 22 citations
- BlinkListener: "Listen" to Your Eye Blink Using Your SmartphoneJialin Liu, Dong Li, Lei Wang, Jie XiongUbiComp 2021 · 41 citations
- LASense: Pushing the Limits of Fine-grained Activity Sensing Using Acoustic SignalsDong Li, Jialin Liu, Sunghoon Ivan Lee, Jie XiongUbiComp 2022 · 36 citations
- Enabling Contact-free Acoustic Sensing under Device MotionJialin Liu, Dong Li, Lei Wang, Fusang Zhang et al.UbiComp 2022 · 18 citations
- LoEar: Push the Range Limit of Acoustic Sensing for Vital Sign MonitoringLei Wang, Wei Li, Ke Sun, Fusang Zhang et al.UbiComp 2022 · 34 citations
